A Scala wrapper for Apache Crunch which provides a framework for writing, testing, and running MapReduce pipelines.

Scrunch alternatives and similar packages

Based on the "Big Data" category

• Apache Spark

  10.0 9.9 Scrunch VS Apache Spark

  Big data platform

• Kafka

  10.0 9.7 L2 Scrunch VS Kafka

  Kafka is a message broker project and aims to provide a unified, high-throughput, low-latency platform for handling real-time data feeds.

• Deeplearning4J

  9.9 9.6 L1 Scrunch VS Deeplearning4J

  Deep Learning for Java, Scala & Clojure on Hadoop & Spark - From Skymind

• Flink

  9.9 10.0 L2 Scrunch VS Flink

  Processing framework with powerful stream- and batch-processing capabilities.

• Scalding

  9.6 6.6 Scrunch VS Scalding

  A Scala binding for the Cascading abstraction of Hadoop MapReduce.

• Summingbird

  9.3 3.0 Scrunch VS Summingbird

  An implementation of the “lambda architecture” as a software abstraction

• Scio

  9.2 9.6 Scrunch VS Scio

  A Scala API for Apache Beam and Google Cloud Dataflow

• Reactive-kafka

  9.0 8.8 Scrunch VS Reactive-kafka

  Reactive Streams API for Apache Kafka.

• BIDMach

  8.4 7.5 Scrunch VS BIDMach

  CPU and GPU machine learning library, using JNI for GPU computation.

• Jupyter Scala

  8.3 8.9 Scrunch VS Jupyter Scala

  Lightweight Scala kernel for Jupyter / IPython 3

• Gearpump

  8.0 6.9 Scrunch VS Gearpump

  Lightweight real-time big data streaming engine

• Sparkta

  7.8 0.0 Scrunch VS Sparkta

  Real Time Aggregation based on Spark Streaming.

• Hail

  7.8 9.9 Scrunch VS Hail

  Scalable genetic data analysis

• Vegas

  7.2 2.4 Scrunch VS Vegas

  The missing MatPlotLib for Scala + Spark

• Scoobi

  6.9 0.0 Scrunch VS Scoobi

  Write type-safe Hadoop programs in idiomatic Scala way

• metorikku

  5.5 8.1 Scrunch VS metorikku

  A simplified, lightweight ELT Framework based on Apache Spark

• Scoozie

  4.6 0.0 Scrunch VS Scoozie

  Scala DSL on top of Oozie XML

• spark-deployer

  3.2 0.0 Scrunch VS spark-deployer

  A sbt plugin which helps deploying Apache Spark stand-alone cluster and submitting job on cloud system like AWS EC2.

• Schemer

  2.9 2.3 Scrunch VS Schemer

  Schema registry for CSV, TSV, JSON, AVRO and Parquet schema. Supports schema inference and GraphQL API.

• raster-frames

  1.8 0.0 Scrunch VS raster-frames

  Spark DataFrames for earth observation data

• Shadoop

  1.5 0.0 Scrunch VS Shadoop

  A Scala DSL for Hadoop MapReduce.

• GridScale

  1.5 6.6 Scrunch VS GridScale

  A Scala API for computing clusters and grids.

• Sparkplug

  1.3 0.0 Scrunch VS Sparkplug

  Spark package to "plug" holes in data using SQL based rules

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest. Visit our partner's website for more details.

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Popular Comparisons

• Scrunch
  vs
  Apache Spark
• Scrunch
  vs
  Reactive-kafka
• Scrunch
  vs
  Scalding
• Scrunch
  vs
  Scio
• Scrunch
  vs
  Scoobi

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